Method and Application of Deformation Performance Evaluation for Complex Components Based on Machine Learning

ObjectiveBased on the issues of high experimental costs, difficulties in quantifying evaluation methods, and low assessment accuracy in deformation performance studies of complex structural components, a machine learning-based method for evaluating component deformation performance was proposed. This method enables efficient and accurate assessment of such components' deformation behavior, which is essential for engineering applications of complex structures, particularly in scenarios with limited data.